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## PC Workman Earns a 58 Proof of Usefulness Score by Building a Real-Time System Monitor That Explains Why Your PC Is Slow 
By @huckler [ 9 Min read ]
C Workman earned a Proof of Usefulness score of 58 by combining system monitoring, PC optimization, and an AI assistant that learns user behavior over time. Read More.
How I Stress-Tested 3 AI 3D Generators on the Same Inputs: What the Numbers Actually Show 
By @marcus_chenn [ 9 Min read ]
I ran the same 5 prompts through Meshy 6, Tripo v3.1, and Rodin Gen-2.5. Here’s what the data actually showed. Read More.
AI Is Writing More Code Than Ever. So, why is Software Quality Getting Worse? 
By @khurramjmir [ 4 Min read ]
AI writes faster code. It also ships more bugs. Here’s why your legacy QA pipeline is no longer built for what your engineering team is actually doing. Read More.
How Agoda Scaled Its Feature Store 50X with ScyllaDB 
By @scylladb [ 6 Min read ]
Learn how Agoda scaled its ScyllaDB-powered feature store 50x using NVMe upgrades, cache optimization, and smarter data modeling. Read More.
Onlyoffice Releases API 9.4, Giving Developers Deeper Control Over Document Workflows 
By @onlyoffice [ 2 Min read ]
ONLYOFFICE’s latest API update adds document automation, plugin debugging tools, advanced form controls, spreadsheet enhancements, and improved integrations. Read More.
Kafka Won’t Save Your Architecture If You Don’t Understand Coupling 
By @wickedseal [ 8 Min read ]
Message queues don’t magically decouple services. Here’s what Kafka changes, what it hides, and why “async” can still fail hard. Read More.
SecurityMetrics Wins Most Promising SMB Cybersecurity Award from Cyber Defense Magazine 
By @pr-securitymetrics [ 3 Min read ]
SecurityMetrics has won an award for their Shopping Cart Monitor tool (SCM) which helps SMBs strengthen their cybersecurity posture. Read More.
How We Detect iOS App Launch Regressions Before Release Using XCUITests 
By @indrivetech [ 10 Min read ]
How inDrive built iOS launch performance tests with XCUITests, CI, Slack alerts, and slow-network simulation to catch regressions before release. Read More.
A Developer’s Guide to Running Claude Code Through an AI Gateway 
By @nfrankel [ 7 Min read ]
Before working for 2 years on the Apache APISIX API gateway, I was mainly oblivious to API gateways. Read More.
How MoEngage Achieved Millisecond Personalization with ScyllaDB 
By @scylladb [ 13 Min read ]
MoEngage built a ScyllaDB-powered Eventstore handling 250K writes per second, 200TB+ of data, and millisecond queries for real-time personalization. Read More.
Refer and earn up to $5K with Social Discovery Group’s new Employee Referral Program! 
By @socialdiscoverygroup [ 3 Min read ]
Social Discovery Group offers an employee referral program where you can earn up to $5,000 when someone you refer completes probation. Read More.
You Have to Care – Because the Amplifier Won’t 
By @ihorkatkov [ 10 Min read ]
AI is an amplifier. It makes good work and bad work louder alike. The mechanism doesn’t care what you point it at. You have to Read More.
Understanding the Design Philosophy Behind the Linux Filesystem 
By @techcircumference [ 4 Min read ]
A beginner-friendly exploration of why Linux uses directories like /bin, /etc, /usr, and /var, and the Unix design philosophy behind them. Read More.
How I Built Guardrails That Stopped My AI Agent From Going Rogue 
By @nossaiyamu [ 14 Min read ]
I shipped an AI agent without guardrails. It leaked PII, hallucinated answers, and burned $400 overnight. Here is how I fixed it with Python. Read More.
Why Everyone at Anthropic and OpenAI Is Just “Technical Staff” — and What It Means for Your Job 
By @monica [ 5 Min read ]
Does your company need a manager — or does it need the person with the best judgment on the hardest problem? Read More.
Financial AI Has a Memory Problem Wall Street Can’t Ignore 
By @gabrielmanga [ 6 Min read ]
Financial AI can lose context as work continues. This breakdown explains how InKH keeps memory current across portfolios, trades, and client reviews. Read More.
Bitnob Launches Enterprise: Non-Custodial Infrastructure for Institutions 
By @pressreleases [ 2 Min read ]
Bitnob Enterprise lets banks, fintechs, and treasury teams build digital asset products while retaining control of custody and governance. Read More.
Revealing the Hidden Costs of Codebase Complexity 
By @playerzero [ 7 Min read ]
AI-generated code is accelerating software complexity. Learn how predictive code quality helps enterprises prevent outages, reduce risk, and ship faster. Read More.
The GitHub Copilot Bill Came Due. Here’s What Engineering Leaders Should Do. 
By @kilocode [ 7 Min read ]
GitHub Copilot’s flat subscription is gone. Agentic workflows are now metered, bills are unpredictable, and engineering leaders at Gartner are scrambling. Here’ Read More.
The New Youth “Disease”: How AI Is Destroying Musical Identity – and Creating a Generation of AI Hat 
By @kokhanserhii [ 7 Min read ]
Indirect influence of artificial intelligence on humans through music. Read More.
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